title: Wireless patch sensor for remote monitoring of heart rate, respiration, activity, and falls.
abstract: Unobtrusive continuous monitoring of important vital signs and activity metrics has the potential to provide remote health monitoring, at-home screening, and rapid notification of critical events such as heart attacks, falls, or respiratory distress. This paper contains validation results of a wireless Bluetooth Low Energy (BLE) patch sensor consisting of two electrocardiography (ECG) electrodes, a microcontroller, a tri-axial accelerometer, and a BLE transceiver. The sensor measures heart rate, heart rate variability (HRV), respiratory rate, posture, steps, and falls and was evaluated on a total of 25 adult participants who performed breathing exercises, activities of daily living (ADLs), various stretches, stationary cycling, walking/running, and simulated falls. Compared to reference devices, the heart rate measurement had a mean absolute error (MAE) of less than 2 bpm, time-domain HRV measurements had an RMS error of less than 15 ms, respiratory rate had an MAE of 1.1 breaths per minute during metronome breathing, posture detection had an accuracy of over 95% in two of the three patch locations, steps were counted with an absolute error of less than 5%, and falls were detected with a sensitivity of 95.2% and specificity of 100%.
authors.forename: Alexander M
authors.initials: AM
authors.lastname: Chan
authors.forename: Nandakumar
authors.initials: N
authors.lastname: Selvaraj
authors.forename: Nima
authors.initials: N
authors.lastname: Ferdosi
authors.forename: Ravi
authors.initials: R
authors.lastname: Narasimhan
mesh_terms: D000058:Accidental Falls; D000203:Activities of Daily Living; D000293:Adolescent; D000328:Adult; D000368:Aged; D015992:Body Mass Index; D001945:Breathing Exercises; D004562:Electrocardiography / Q000295:instrumentation* / Q000379:methods; D004566:Electrodes; D004867:Equipment Design; D005260:Female; D006339:Heart Rate; D006801:Humans; D008297:Male; D008875:Middle Aged; D011187:Posture; D012119:Respiration; D056152:Respiratory Rate; D012680:Sensitivity and Specificity; D059015:Wireless Technology / Q000295:instrumentation*; D055815:Young Adult